DATA LAYER · PATTERN SIGNALS

Pattern signals

Machine-generated observations the platform produces by cross-referencing facts, contradictions, and connections in the database. Each one is a one-line corroboration or contradiction signal — data, not narrative.

1,963 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//3888 NOTABLE CORROBORATION undated

Jodey C. Arrington: Arrington's district, TX-19, has a 16% poverty rate (approximately 123,768 residents) who would be disproportionately affected by H.R. 1's projected c…

Jodey C. Arrington
1 source on file
//3887 NOTABLE CORROBORATION undated

Jodey C. Arrington: No public CBO score or CRS report has been identified that quantifies the total proposed healthcare spending reduction in Texas-19 from H.R. 1 relativ…

Jodey C. Arrington
1 source on file
//3883 NOTABLE CONTRADICTION undated

Jeff Hurd: Hurd's Canada tariff defection (fact 15) was the only instance where his final vote opposed the majority of his party — on all other major partisan bi…

Jeff Hurd
1 source on file
//3882 NOTABLE CONTRADICTION undated

World Liberty Financial: The systematic absence of public accession numbers for confirmed WLF SEC filings creates documentation gaps unprecedented for cryptocurrency ventures,…

World Liberty Financial
1 source on file
//3881 NOTABLE CONTRADICTION undated

Jason Smith: The AIPAC contribution-to-vote correlation for Smith shows a post-2024 Ukraine no-vote decline, consistent with AIPAC's well-documented strategy of re…

Jason Smith
1 source on file
//3877 NOTABLE CONTRADICTION undated

Harriet M. Hageman: AIPAC contributions to Hageman ($15,500 in 2024 cycle) represent less than 0.5% of her total $3,000,255 raised, while Wyoming's dominant energy donors…

Harriet M. Hageman
1 source on file
//3876 NOTABLE CONTRADICTION undated

Jodey C. Arrington: Arrington's January 6 vote on H.J.Res.11 occurred in the context of representing a district where approximately 3.5% of the workforce (5,000 employees…

Jodey C. Arrington
1 source on file
//3874 NOTABLE CONTRADICTION undated

Jimmy Gomez: No public FEC record shows any healthcare industry PAC (SIC 80xx) contributing more than $5,000 to Jimmy Gomez in the 2023-2024 cycle, making the clai…

Jimmy Gomez
1 source on file
//3871 NOTABLE CONTRADICTION undated

Jeff Hurd: Hurd's vote against the public lands amendment in 2025 has not been reported by any news outlet covering Colorado's 3rd Congressional District.

Jeff Hurd
1 source on file
//3869 NOTABLE CONTRADICTION undated

Nick LaLota: LaLota voted seven times to fund DHS before the final April 2026 vote, indicating consistent advocacy for DHS funding rather than a single 'corrective…

Nick LaLota
1 source on file
//3867 NOTABLE CONTRADICTION undated

Raul Ruiz: Ruiz's top donor sector (Pharmaceuticals/Health Products, $136,972) has no material interest in immigration enforcement, reducing donor pressure to su…

Raul Ruiz
1 source on file
//3865 NOTABLE CORROBORATION undated

Harriet M. Hageman: Hageman's AIPAC donation total ($15,500) exceeds her total from the coal industry ($12,000 from Peabody Energy) in the 2024 cycle.

Harriet M. Hageman
1 source on file
//3864 NOTABLE CORROBORATION undated

Harriet M. Hageman: Hageman's 2024 cycle AIPAC-linked contributions ($15,500) rank as her fourth-largest industry-related contribution source after Retired, Casinos/Gambl…

Harriet M. Hageman
1 source on file
//3863 NOTABLE CONTRADICTION undated

Harriet M. Hageman: Hageman's 2023-2024 campaign received $65,000 from Oil & Gas industry PACs, and the Laken Riley Act's immigration enforcement provisions could indirec…

Harriet M. Hageman
1 source on file
//3862 NOTABLE CONTRADICTION undated

Ed Case: Ed Case's 2023-2024 campaign received $108,300 from defense-sector PACs categorized as Misc Defense ($59,000) and Defense Aerospace ($49,300), consist…

Ed Case
1 source on file
//3854 NOTABLE CONTRADICTION undated

Invariant: The systematic absence of Invariant LLC in LDA filings despite claimed $560K+ lobbying relationships constitutes a testable violation of 2 U.S.C. § 16…

Invariant
1 source on file
//3853 NOTABLE CONTRADICTION undated

Peter Mandelson: SEC EDGAR shows no Form 8-K filed by or referencing Peter Mandelson in 2016, making the claim that a 2016 8-K was filed unverifiable and potentially i…

Peter Mandelson
1 source on file
//3851 NOTABLE CORROBORATION undated

Peter Thiel: Peter Thiel appears to maintain separate address usage in FEC filings for large-scale Super PAC contributions versus candidate-level contributions, us…

Peter Thiel
1 source on file
//3849 NOTABLE CONTRADICTION undated

US Department of Defense (Pentagon): The Eisenhower administration's 1956 classification review was part of 'Operation Candor,' a broader push to reduce secrecy and improve public underst…

US Department of Defense (Pentagon)
1 source on file
//3848 NOTABLE CORROBORATION undated

Office of Personnel Management (OPM): Any GAO audit of OPM's data systems that may have tangentially covered Palantir's role would likely fall under the 'Information Security' series of re…

Office of Personnel Management (OPM)
1 source on file
//3847 NOTABLE CONTRADICTION undated

Invariant: The total absence of Invariant from ANY SEC sec.gov exhibit filing (Exhibits 21, 10-K, S-1) indicates that the entity either (a) is not a subsidiary, …

Invariant
1 source on file
//3846 NOTABLE CORROBORATION undated

David Sacks: The absence of a public OGE financial disclosure for David Sacks, combined with the reported divestiture of $200M+ in crypto holdings before taking of…

David Sacks
1 source on file
//3844 NOTABLE CORROBORATION undated

Ron Wyden: Ron Wyden has contributed more money to NABPAC ($50+$50) than he has received from NABPAC ($0 found in available records as of 2026), indicating a net…

Ron Wyden
1 source on file
//3841 NOTABLE CORROBORATION undated

Nvidia: Nvidia faced three overlapping regulatory actions during the 2022 and 2024 election cycles (SEC crypto settlement May 2022, export controls Oct 2022, …

Nvidia
1 source on file
//3838 NOTABLE CONTRADICTION undated

Maven Smart System: The absence of any OTA-specific lobbying from Palantir's LDA filings would significantly weaken the claim that Palantir actively lobbied for this spec…

Maven Smart System
1 source on file
//3834 NOTABLE CORROBORATION undated

L3Harris Technologies: No 10-Q was filed by L3Harris in July 2022; the quarterly report for the period ending June 2022 was filed as a 10-Q on 2022-08-04 (accession 00009501…

L3Harris Technologies
1 source on file
//3833 NOTABLE CONTRADICTION undated

L3Harris Technologies: L3Harris's $2B share repurchase program was announced and disclosed in an 8-K filed on 2022-02-03, not July 2022.

L3Harris Technologies
1 source on file
//3832 NOTABLE CONTRADICTION undated

Raytheon Technologies (RTX): No SEC Form 8-K was filed on April 3, 2020 to confirm the merger close date; the earliest 8-K referencing the merger completion is dated April 20, 202…

Raytheon Technologies (RTX)
1 source on file
//3830 NOTABLE CORROBORATION undated

Academi (formerly Blackwater): No GSA Inspector General report from 2006-2010 publicly charges Blackwater entities with violating the 'maximum order limitation' through subsidiary-l…

Academi (formerly Blackwater)
1 source on file
//3828 NOTABLE CORROBORATION undated

Unit 8200 (IDF): Founders Fund partner Trae Stephens met Israel-based cybersecurity deal flow (including Carbyne) through Epstein-brokered introductions in May 2018, p…

Unit 8200 (IDF)
1 source on file